Yue-Ming Xing

LETHE: Defending against Unauthorized Image-to-Video Generation via Value Diversity Collapse

Image-to-video (I2V) diffusion models can animate a single reference image into high-quality, subject-consistent videos, posing threats of misuse as anyone can turn personal photos into fabricated videos without consent. A promising solution is to proactively add an adversarial perturbation to the image before release,...